jalf/DRL_PROJ
1
0
Fork 0
Code Issues Pull Requests Actions Packages Projects Releases Wiki Activity
Files
1a7f67ab9c2d23bb116b0feed54d1e0fade6bcf0
DRL_PROJ/generator/outputs/logs/p3_1_vae.json
T
Johnny Fernandes 1a7f67ab9c Results from phase 2 to 4
2026-05-01 21:08:42 +00:00

546 lines
8.9 KiB
JSON
Raw Blame History

{
"run_name": "p3_1_vae",
"config": {
"batch_size": 64,
"ema_decay": 0.9999,
"data_dir": "cropped/generator",
"sources": [
"wiki"
],
"subsample": 1.0,
"sample_interval": 10,
"fid_interval": 25,
"fid_n_real": 5000,
"epochs": 100,
"augment": "hflip",
"image_size": 64,
"model": "vae",
"latent_dim": 256,
"ngf": 64,
"run_name": "p3_1_vae",
"lr": 0.001,
"beta_kl": 1.0,
"lambda_perceptual": 0.0,
"lambda_adversarial": 0.0
},
"history": {
"recon_loss": [
0.23614721197603095,
0.23315699178821,
0.22991716011594504,
NaN,
0.23217070787253544,
0.23155480842941847,
0.23157141198459855,
0.23181156750418183,
0.23201335527193853,
0.23178868266379732,
0.2315022333755962,
0.2311908418042028,
0.23185610672474927,
0.23176095832107413,
0.23165411693163407,
0.23174296459581098,
0.2317636658747991,
0.2317118427883356,
0.23172695364834917,
0.2316696329567677,
0.23168399261358458,
0.2316194716681782,
0.23164867447354856,
0.2315481170757204,
0.23165068109957582,
0.23167062098653907,
0.23162642907765177,
0.2315922882567104,
0.2315914996414103,
0.23156180984189367,
0.23156551628286004,
0.2315698005259037,
0.2315660522470617,
0.23156735001720935,
0.23161396435183337,
0.23158050178844705,
0.23159921089680785,
0.23149616745674712,
0.23159087484336308,
0.23156312872201967,
0.23153820200863048,
0.2315863819203825,
0.23150022140043414,
0.23154497337646973,
0.2315601774961011,
0.23153368950399578,
0.23152085642019907,
0.23151608884461924,
0.23154898990805334,
0.23155892872784892,
NaN,
NaN,
NaN,
0.24157701413600874,
NaN,
NaN,
0.24151325464630738,
NaN,
0.24154121766233036,
0.24155463749526912,
0.24158300176008135,
0.24158118757554609,
0.2415294518901242,
0.24156020069096842,
0.2415176352374574,
0.2415566616015047,
NaN,
0.24161437115608117,
0.24159398913765565,
0.24149432768806434,
0.24153172199287984,
0.24161516999204954,
0.24158193846034187,
0.2415451397562129,
0.24155487772873324,
0.24155297130346298,
NaN,
0.24157197961313093,
NaN,
NaN,
0.24158605401459923,
0.24156368870893094,
0.24159100852333582,
0.24153350121699846,
0.24153158377505776,
NaN,
0.24161708673350832,
0.24158515879868442,
NaN,
0.24157126235146809,
0.24162366709265953,
NaN,
0.2415581897665293,
NaN,
NaN,
0.2415400046823371,
NaN,
0.2415627600927638,
0.2415567432076503,
0.2415620140476614
],
"kl_loss": [
12.394881742504927,
184.775765717539,
127.26797539963681,
33346392.786626913,
35.72433020722153,
31.41954361882984,
16.178619678203876,
10.234501274223001,
14.817130448471787,
9.230570034084158,
9.643558593896719,
8.47786058498244,
5.573643362929678,
2.4644629534365783,
1.5757666807462516,
0.426466258131286,
1.7924597560404203,
0.2769168242652956,
0.21636260826236162,
0.48804672485870176,
0.10833573165453142,
0.13318477837671328,
0.17373992544877478,
0.09584700099678121,
0.0977757986014088,
0.07794108981282538,
0.05691333960853199,
0.07221067506167242,
0.036222075203704275,
0.03126689469696492,
0.04264315036642882,
0.016960328184147805,
0.03314871971324309,
0.014776984407789368,
0.011375301962312406,
0.013948339588828703,
0.01186063720120324,
0.0099704478863372,
0.00536374123289417,
0.009618068660179583,
0.00418840028031164,
0.004865833775052785,
0.005830266629345715,
0.0023000687699064487,
0.0038261460966199762,
0.0022056369562673136,
0.002220870125003987,
0.0024217167485139184,
0.001954249278483037,
0.0021431104709895756,
0.0022583500309011494,
0.002132287005193404,
56.80083886633675,
82.57108385134966,
82.55195800259582,
82.57428529527452,
82.56009972401155,
82.55269345666608,
82.57006728343474,
82.55670593131302,
82.54445134676419,
82.57745079301361,
82.57933913336859,
82.5570435157189,
82.56808758597089,
82.56800172267816,
82.56525711320404,
82.56189481621115,
82.55193622295673,
82.55375865382007,
82.56600202250685,
82.57064581324912,
82.55481151026538,
82.55367833324986,
82.56042112040724,
82.5616829048874,
82.5771528553759,
82.55317820035495,
82.57550573756552,
82.57334061973116,
82.56044387817383,
82.5752662593483,
82.56673936762361,
82.56828115740393,
82.56990289280557,
82.55218840052939,
82.56695372426611,
82.575043066954,
82.55754522991995,
82.56361721723508,
82.5628145821074,
82.56431990403395,
82.55777725806603,
82.5742861918914,
82.56361025622768,
82.56887233766736,
82.56539458902473,
82.55887828729091,
82.56073884882478,
82.55578186165573
],
"perc_loss": [
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0
],
"adv_g_loss": [
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0
],
"adv_d_loss": [
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0
],
"fid": {
"25": 315.9393615722656,
"50": 419.273193359375,
"75": 360.4432678222656,
"100": 363.9911193847656
},
"train_time_s": 660.9630489349365
},
"n_params": 10608451
}
Reference in New Issue View Git Blame Copy Permalink